Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 71111 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.1 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Categorical | 5 |
|---|---|
| Numeric | 10 |
id has constant value "23" | Constant |
type_de_station has constant value "ISS" | Constant |
data has a high cardinality: 71111 distinct values | High cardinality |
heure_de_paris has a high cardinality: 71023 distinct values | High cardinality |
heure_utc has a high cardinality: 71023 distinct values | High cardinality |
humidite is highly correlated with temperature_en_degre_c | High correlation |
direction_du_vecteur_de_vent_max is highly correlated with direction_du_vecteur_de_vent_max_en_degres | High correlation |
pluie_intensite_max is highly correlated with pluie | High correlation |
pluie is highly correlated with pluie_intensite_max | High correlation |
direction_du_vecteur_de_vent_max_en_degres is highly correlated with direction_du_vecteur_de_vent_max | High correlation |
force_moyenne_du_vecteur_vent is highly correlated with force_rafale_max | High correlation |
force_rafale_max is highly correlated with force_moyenne_du_vecteur_vent | High correlation |
temperature_en_degre_c is highly correlated with humidite | High correlation |
direction_du_vecteur_de_vent_max is highly correlated with direction_du_vecteur_de_vent_max_en_degres | High correlation |
direction_du_vecteur_de_vent_max_en_degres is highly correlated with direction_du_vecteur_de_vent_max | High correlation |
force_moyenne_du_vecteur_vent is highly correlated with force_rafale_max | High correlation |
force_rafale_max is highly correlated with force_moyenne_du_vecteur_vent | High correlation |
direction_du_vecteur_de_vent_max is highly correlated with direction_du_vecteur_de_vent_max_en_degres | High correlation |
pluie_intensite_max is highly correlated with pluie | High correlation |
pluie is highly correlated with pluie_intensite_max | High correlation |
direction_du_vecteur_de_vent_max_en_degres is highly correlated with direction_du_vecteur_de_vent_max | High correlation |
force_moyenne_du_vecteur_vent is highly correlated with force_rafale_max | High correlation |
force_rafale_max is highly correlated with force_moyenne_du_vecteur_vent | High correlation |
type_de_station is highly correlated with id | High correlation |
id is highly correlated with type_de_station | High correlation |
humidite is highly correlated with temperature_en_degre_c | High correlation |
direction_du_vecteur_de_vent_max is highly correlated with direction_du_vecteur_vent_moyen and 3 other fields | High correlation |
direction_du_vecteur_vent_moyen is highly correlated with direction_du_vecteur_de_vent_max and 1 other fields | High correlation |
direction_du_vecteur_de_vent_max_en_degres is highly correlated with direction_du_vecteur_de_vent_max and 3 other fields | High correlation |
force_moyenne_du_vecteur_vent is highly correlated with direction_du_vecteur_de_vent_max and 2 other fields | High correlation |
force_rafale_max is highly correlated with direction_du_vecteur_de_vent_max and 2 other fields | High correlation |
temperature_en_degre_c is highly correlated with humidite | High correlation |
data is uniformly distributed | Uniform |
heure_de_paris is uniformly distributed | Uniform |
heure_utc is uniformly distributed | Uniform |
data has unique values | Unique |
direction_du_vecteur_de_vent_max has 12389 (17.4%) zeros | Zeros |
pluie_intensite_max has 68056 (95.7%) zeros | Zeros |
direction_du_vecteur_vent_moyen has 36435 (51.2%) zeros | Zeros |
pluie has 70139 (98.6%) zeros | Zeros |
direction_du_vecteur_de_vent_max_en_degres has 12389 (17.4%) zeros | Zeros |
force_moyenne_du_vecteur_vent has 14033 (19.7%) zeros | Zeros |
force_rafale_max has 8431 (11.9%) zeros | Zeros |
Reproduction
| Analysis started | 2022-07-12 22:55:39.013480 |
|---|---|
| Analysis finished | 2022-07-12 22:56:16.509295 |
| Duration | 37.5 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 71111 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 555.7 KiB |
| 2f84156dda580000e8744800 | 1 |
|---|---|
| 2f0b22315a3009406bda2c00 | 1 |
| 2f0c22f15a3000000b800000 | 1 |
| 2f0b28f41d700a802b9e0c00 | 1 |
| 2f0b245215f807e04bd62c00 | 1 |
| Other values (71106) |
Length
| Max length | 24 |
|---|---|
| Median length | 24 |
| Mean length | 24 |
| Min length | 24 |
Characters and Unicode
| Total characters | 1706664 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 71111 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2f84156dda580000e8744800 |
|---|---|
| 2nd row | 2f87146d2680000049b21800 |
| 3rd row | 2f8715cd96880000e9903840 |
| 4th row | 2f87166dca880000c9702c40 |
| 5th row | 2f87168dd2880000a96e3840 |
Common Values
| Value | Count | Frequency (%) |
| 2f84156dda580000e8744800 | 1 | < 0.1% |
| 2f0b22315a3009406bda2c00 | 1 | < 0.1% |
| 2f0c22f15a3000000b800000 | 1 | < 0.1% |
| 2f0b28f41d700a802b9e0c00 | 1 | < 0.1% |
| 2f0b245215f807e04bd62c00 | 1 | < 0.1% |
| 2f0d23b15a4008f04c7c1800 | 1 | < 0.1% |
| 2f0b22914e3009806bda3400 | 1 | < 0.1% |
| 2f0b2251563009406bd82c00 | 1 | < 0.1% |
| 2f0b22115e3008204bb83400 | 1 | < 0.1% |
| 2f0a28b3998009a02b9c1800 | 1 | < 0.1% |
| Other values (71101) | 71101 |
Length
| Value | Count | Frequency (%) |
| 2f84156dda580000e8744800 | 1 | < 0.1% |
| 2f8718ce5e38000109544c00 | 1 | < 0.1% |
| 2f87166dca880000c9702c40 | 1 | < 0.1% |
| 2f87168dd2880000a96e3840 | 1 | < 0.1% |
| 2f8716cde2880000e9504840 | 1 | < 0.1% |
| 2f87174e4280000149545400 | 1 | < 0.1% |
| 2f87176e4678000189567800 | 1 | < 0.1% |
| 2f87110d666800004a161800 | 1 | < 0.1% |
| 2f871a0e1658000189547400 | 1 | < 0.1% |
| 2f8711ed1e78000029f40c00 | 1 | < 0.1% |
| Other values (71101) | 71101 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 508667 | |
| 2 | 169619 | 9.9% |
| 8 | 124530 | 7.3% |
| 1 | 109110 | 6.4% |
| e | 97689 | 5.7% |
| 4 | 93019 | 5.5% |
| c | 76646 | 4.5% |
| 6 | 76097 | 4.5% |
| f | 71805 | 4.2% |
| 3 | 66677 | 3.9% |
| Other values (6) | 312805 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1291386 | |
| Lowercase Letter | 415278 | 24.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 508667 | |
| 2 | 169619 | 13.1% |
| 8 | 124530 | 9.6% |
| 1 | 109110 | 8.4% |
| 4 | 93019 | 7.2% |
| 6 | 76097 | 5.9% |
| 3 | 66677 | 5.2% |
| 5 | 57602 | 4.5% |
| 9 | 47825 | 3.7% |
| 7 | 38240 | 3.0% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 97689 | |
| c | 76646 | |
| f | 71805 | |
| a | 64114 | |
| b | 61377 | |
| d | 43647 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1291386 | |
| Latin | 415278 | 24.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 508667 | |
| 2 | 169619 | 13.1% |
| 8 | 124530 | 9.6% |
| 1 | 109110 | 8.4% |
| 4 | 93019 | 7.2% |
| 6 | 76097 | 5.9% |
| 3 | 66677 | 5.2% |
| 5 | 57602 | 4.5% |
| 9 | 47825 | 3.7% |
| 7 | 38240 | 3.0% |
Latin
| Value | Count | Frequency (%) |
| e | 97689 | |
| c | 76646 | |
| f | 71805 | |
| a | 64114 | |
| b | 61377 | |
| d | 43647 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1706664 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 508667 | |
| 2 | 169619 | 9.9% |
| 8 | 124530 | 7.3% |
| 1 | 109110 | 6.4% |
| e | 97689 | 5.7% |
| 4 | 93019 | 5.5% |
| c | 76646 | 4.5% |
| 6 | 76097 | 4.5% |
| f | 71805 | 4.2% |
| 3 | 66677 | 3.9% |
| Other values (6) | 312805 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 555.7 KiB |
| 23 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 142222 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 23 |
|---|---|
| 2nd row | 23 |
| 3rd row | 23 |
| 4th row | 23 |
| 5th row | 23 |
Common Values
| Value | Count | Frequency (%) |
| 23 | 71111 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 23 | 71111 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 71111 | |
| 3 | 71111 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 142222 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 71111 | |
| 3 | 71111 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 142222 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 71111 | |
| 3 | 71111 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 142222 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 71111 | |
| 3 | 71111 |
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.56715557 |
| Minimum | 0 |
|---|---|
| Maximum | 97 |
| Zeros | 185 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 555.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 58 |
| median | 69 |
| Q3 | 75 |
| 95-th percentile | 84 |
| Maximum | 97 |
| Range | 97 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 14.45083463 |
|---|---|
| Coefficient of variation (CV) | 0.2203974612 |
| Kurtosis | 1.199640646 |
| Mean | 65.56715557 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.9570391631 |
| Sum | 4662546 |
| Variance | 208.8266214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 74 | 2954 | 4.2% |
| 73 | 2897 | 4.1% |
| 76 | 2884 | 4.1% |
| 72 | 2732 | 3.8% |
| 75 | 2697 | 3.8% |
| 71 | 2540 | 3.6% |
| 70 | 2316 | 3.3% |
| 69 | 2157 | 3.0% |
| 77 | 2068 | 2.9% |
| 78 | 2026 | 2.8% |
| Other values (79) | 45840 |
| Value | Count | Frequency (%) |
| 0 | 185 | |
| 10 | 3 | < 0.1% |
| 11 | 9 | < 0.1% |
| 12 | 15 | < 0.1% |
| 13 | 15 | < 0.1% |
| 14 | 6 | < 0.1% |
| 15 | 25 | < 0.1% |
| 16 | 25 | < 0.1% |
| 17 | 29 | < 0.1% |
| 18 | 31 | < 0.1% |
| Value | Count | Frequency (%) |
| 97 | 19 | < 0.1% |
| 96 | 66 | 0.1% |
| 95 | 118 | 0.2% |
| 94 | 290 | |
| 93 | 293 | |
| 92 | 237 | |
| 91 | 181 | |
| 90 | 186 | |
| 89 | 260 | |
| 88 | 370 |
direction_du_vecteur_de_vent_max
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.870343547 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 12389 |
| Zeros (%) | 17.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 555.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 9 |
| Q3 | 12 |
| 95-th percentile | 14 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 4.81699192 |
|---|---|
| Coefficient of variation (CV) | 0.6120434122 |
| Kurtosis | -1.102491473 |
| Mean | 7.870343547 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.4246635816 |
| Sum | 559668 |
| Variance | 23.20341116 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12389 | |
| 11 | 9507 | |
| 12 | 8795 | |
| 7 | 6249 | |
| 8 | 5254 | |
| 13 | 4602 | 6.5% |
| 14 | 4019 | 5.7% |
| 10 | 3768 | 5.3% |
| 5 | 3508 | 4.9% |
| 15 | 3019 | 4.2% |
| Other values (6) | 10001 |
| Value | Count | Frequency (%) |
| 0 | 12389 | |
| 1 | 887 | 1.2% |
| 2 | 836 | 1.2% |
| 3 | 2038 | 2.9% |
| 4 | 2305 | 3.2% |
| 5 | 3508 | 4.9% |
| 6 | 2043 | 2.9% |
| 7 | 6249 | |
| 8 | 5254 | |
| 9 | 1892 | 2.7% |
| Value | Count | Frequency (%) |
| 15 | 3019 | 4.2% |
| 14 | 4019 | |
| 13 | 4602 | |
| 12 | 8795 | |
| 11 | 9507 | |
| 10 | 3768 | 5.3% |
| 9 | 1892 | 2.7% |
| 8 | 5254 | |
| 7 | 6249 | |
| 6 | 2043 | 2.9% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009244701945 |
| Minimum | 0 |
|---|---|
| Maximum | 2.4 |
| Zeros | 68056 |
| Zeros (%) | 95.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 555.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2.4 |
| Range | 2.4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04821705555 |
|---|---|
| Coefficient of variation (CV) | 5.215641979 |
| Kurtosis | 280.4643935 |
| Mean | 0.009244701945 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.39433843 |
| Sum | 657.4 |
| Variance | 0.002324884446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 68056 | |
| 0.2 | 2914 | 4.1% |
| 0.4 | 106 | 0.1% |
| 0.6 | 17 | < 0.1% |
| 0.8 | 7 | < 0.1% |
| 1.2 | 3 | < 0.1% |
| 1 | 3 | < 0.1% |
| 2.2 | 2 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 2.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 68056 | |
| 0.2 | 2914 | 4.1% |
| 0.4 | 106 | 0.1% |
| 0.6 | 17 | < 0.1% |
| 0.8 | 7 | < 0.1% |
| 1 | 3 | < 0.1% |
| 1.2 | 3 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 2.2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.4 | 1 | < 0.1% |
| 2.2 | 2 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.2 | 3 | < 0.1% |
| 1 | 3 | < 0.1% |
| 0.8 | 7 | < 0.1% |
| 0.6 | 17 | < 0.1% |
| 0.4 | 106 | 0.1% |
| 0.2 | 2914 |
pression
Real number (ℝ≥0)
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99292.40764 |
| Minimum | 90000 |
|---|---|
| Maximum | 101300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 555.7 KiB |
Quantile statistics
| Minimum | 90000 |
|---|---|
| 5-th percentile | 98100 |
| Q1 | 99000 |
| median | 99400 |
| Q3 | 99800 |
| 95-th percentile | 100400 |
| Maximum | 101300 |
| Range | 11300 |
| Interquartile range (IQR) | 800 |
Descriptive statistics
| Standard deviation | 1004.003173 |
|---|---|
| Coefficient of variation (CV) | 0.0101115805 |
| Kurtosis | 44.27355184 |
| Mean | 99292.40764 |
| Median Absolute Deviation (MAD) | 400 |
| Skewness | -5.082383375 |
| Sum | 7060782400 |
| Variance | 1008022.372 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99400 | 5122 | 7.2% |
| 99300 | 4581 | 6.4% |
| 99500 | 4565 | 6.4% |
| 99200 | 4432 | 6.2% |
| 99600 | 4286 | 6.0% |
| 99100 | 4171 | 5.9% |
| 99000 | 4047 | 5.7% |
| 99700 | 3956 | 5.6% |
| 98900 | 3244 | 4.6% |
| 99800 | 3199 | 4.5% |
| Other values (44) | 29508 |
| Value | Count | Frequency (%) |
| 90000 | 450 | |
| 96100 | 2 | < 0.1% |
| 96200 | 2 | < 0.1% |
| 96300 | 3 | < 0.1% |
| 96400 | 21 | < 0.1% |
| 96500 | 18 | < 0.1% |
| 96600 | 63 | 0.1% |
| 96700 | 77 | 0.1% |
| 96800 | 87 | 0.1% |
| 96900 | 79 | 0.1% |
| Value | Count | Frequency (%) |
| 101300 | 6 | < 0.1% |
| 101200 | 56 | 0.1% |
| 101100 | 124 | 0.2% |
| 101000 | 117 | 0.2% |
| 100900 | 318 | 0.4% |
| 100800 | 487 | 0.7% |
| 100700 | 589 | |
| 100600 | 712 | |
| 100500 | 840 | |
| 100400 | 1357 |
| Distinct | 181 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.08005794 |
| Minimum | 0 |
|---|---|
| Maximum | 360 |
| Zeros | 36435 |
| Zeros (%) | 51.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 555.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 146 |
| 95-th percentile | 294 |
| Maximum | 360 |
| Range | 360 |
| Interquartile range (IQR) | 146 |
Descriptive statistics
| Standard deviation | 105.2144762 |
|---|---|
| Coefficient of variation (CV) | 1.266422759 |
| Kurtosis | -0.3785593856 |
| Mean | 83.08005794 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9639341518 |
| Sum | 5907906 |
| Variance | 11070.086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36435 | |
| 134 | 923 | 1.3% |
| 156 | 842 | 1.2% |
| 112 | 748 | 1.1% |
| 90 | 672 | 0.9% |
| 246 | 487 | 0.7% |
| 92 | 486 | 0.7% |
| 94 | 471 | 0.7% |
| 66 | 462 | 0.6% |
| 96 | 438 | 0.6% |
| Other values (171) | 29147 |
| Value | Count | Frequency (%) |
| 0 | 36435 | |
| 2 | 148 | 0.2% |
| 4 | 150 | 0.2% |
| 6 | 127 | 0.2% |
| 8 | 111 | 0.2% |
| 10 | 99 | 0.1% |
| 12 | 92 | 0.1% |
| 14 | 94 | 0.1% |
| 16 | 67 | 0.1% |
| 18 | 88 | 0.1% |
| Value | Count | Frequency (%) |
| 360 | 3 | < 0.1% |
| 358 | 58 | |
| 356 | 67 | |
| 354 | 84 | |
| 352 | 87 | |
| 350 | 81 | |
| 348 | 98 | |
| 346 | 86 | |
| 344 | 90 | |
| 342 | 74 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 555.7 KiB |
| ISS |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 213333 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ISS |
|---|---|
| 2nd row | ISS |
| 3rd row | ISS |
| 4th row | ISS |
| 5th row | ISS |
Common Values
| Value | Count | Frequency (%) |
| ISS | 71111 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| iss | 71111 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 142222 | |
| I | 71111 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 213333 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 142222 | |
| I | 71111 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 213333 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 142222 | |
| I | 71111 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 213333 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 142222 | |
| I | 71111 |
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005914696742 |
| Minimum | 0 |
|---|---|
| Maximum | 3.2 |
| Zeros | 70139 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 555.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3.2 |
| Range | 3.2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.06585891503 |
|---|---|
| Coefficient of variation (CV) | 11.1347915 |
| Kurtosis | 421.9369147 |
| Mean | 0.005914696742 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.56521456 |
| Sum | 420.6 |
| Variance | 0.004337396689 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70139 | |
| 0.2 | 507 | 0.7% |
| 0.4 | 205 | 0.3% |
| 0.6 | 102 | 0.1% |
| 0.8 | 59 | 0.1% |
| 1 | 37 | 0.1% |
| 1.2 | 31 | < 0.1% |
| 1.4 | 12 | < 0.1% |
| 1.8 | 6 | < 0.1% |
| 2 | 5 | < 0.1% |
| Other values (4) | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 70139 | |
| 0.2 | 507 | 0.7% |
| 0.4 | 205 | 0.3% |
| 0.6 | 102 | 0.1% |
| 0.8 | 59 | 0.1% |
| 1 | 37 | 0.1% |
| 1.2 | 31 | < 0.1% |
| 1.4 | 12 | < 0.1% |
| 1.6 | 4 | < 0.1% |
| 1.8 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.2 | 1 | < 0.1% |
| 2.6 | 1 | < 0.1% |
| 2.4 | 2 | < 0.1% |
| 2 | 5 | < 0.1% |
| 1.8 | 6 | < 0.1% |
| 1.6 | 4 | < 0.1% |
| 1.4 | 12 | < 0.1% |
| 1.2 | 31 | |
| 1 | 37 | |
| 0.8 | 59 |
direction_du_vecteur_de_vent_max_en_degres
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177.0827298 |
| Minimum | 0 |
|---|---|
| Maximum | 337.5 |
| Zeros | 12389 |
| Zeros (%) | 17.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 555.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 90 |
| median | 202.5 |
| Q3 | 270 |
| 95-th percentile | 315 |
| Maximum | 337.5 |
| Range | 337.5 |
| Interquartile range (IQR) | 180 |
Descriptive statistics
| Standard deviation | 108.3823182 |
|---|---|
| Coefficient of variation (CV) | 0.6120434122 |
| Kurtosis | -1.102491473 |
| Mean | 177.0827298 |
| Median Absolute Deviation (MAD) | 67.5 |
| Skewness | -0.4246635816 |
| Sum | 12592530 |
| Variance | 11746.7269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12389 | |
| 247.5 | 9507 | |
| 270 | 8795 | |
| 157.5 | 6249 | |
| 180 | 5254 | |
| 292.5 | 4602 | 6.5% |
| 315 | 4019 | 5.7% |
| 225 | 3768 | 5.3% |
| 112.5 | 3508 | 4.9% |
| 337.5 | 3019 | 4.2% |
| Other values (6) | 10001 |
| Value | Count | Frequency (%) |
| 0 | 12389 | |
| 22.5 | 887 | 1.2% |
| 45 | 836 | 1.2% |
| 67.5 | 2038 | 2.9% |
| 90 | 2305 | 3.2% |
| 112.5 | 3508 | 4.9% |
| 135 | 2043 | 2.9% |
| 157.5 | 6249 | |
| 180 | 5254 | |
| 202.5 | 1892 | 2.7% |
| Value | Count | Frequency (%) |
| 337.5 | 3019 | 4.2% |
| 315 | 4019 | |
| 292.5 | 4602 | |
| 270 | 8795 | |
| 247.5 | 9507 | |
| 225 | 3768 | 5.3% |
| 202.5 | 1892 | 2.7% |
| 180 | 5254 | |
| 157.5 | 6249 | |
| 135 | 2043 | 2.9% |
force_moyenne_du_vecteur_vent
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.876531057 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 14033 |
| Zeros (%) | 19.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 555.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 12 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.821528148 |
|---|---|
| Coefficient of variation (CV) | 0.9858113069 |
| Kurtosis | 2.236900452 |
| Mean | 3.876531057 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.403283341 |
| Sum | 275664 |
| Variance | 14.60407738 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14033 | |
| 2 | 9206 | |
| 1 | 8871 | |
| 3 | 8306 | |
| 4 | 6826 | |
| 5 | 5324 | 7.5% |
| 6 | 4251 | 6.0% |
| 7 | 3205 | 4.5% |
| 8 | 2537 | 3.6% |
| 9 | 1951 | 2.7% |
| Other values (20) | 6601 |
| Value | Count | Frequency (%) |
| 0 | 14033 | |
| 1 | 8871 | |
| 2 | 9206 | |
| 3 | 8306 | |
| 4 | 6826 | |
| 5 | 5324 | 7.5% |
| 6 | 4251 | 6.0% |
| 7 | 3205 | 4.5% |
| 8 | 2537 | 3.6% |
| 9 | 1951 | 2.7% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 27 | 3 | < 0.1% |
| 26 | 4 | < 0.1% |
| 25 | 6 | < 0.1% |
| 24 | 13 | < 0.1% |
| 23 | 18 | < 0.1% |
| 22 | 27 | < 0.1% |
| 21 | 58 | |
| 20 | 77 |
force_rafale_max
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 41 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.80654189 |
| Minimum | 0 |
|---|---|
| Maximum | 70 |
| Zeros | 8431 |
| Zeros (%) | 11.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 555.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 11 |
| Q3 | 18 |
| 95-th percentile | 27 |
| Maximum | 70 |
| Range | 70 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.960648981 |
|---|---|
| Coefficient of variation (CV) | 0.7589562692 |
| Kurtosis | 0.965983932 |
| Mean | 11.80654189 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.8444703712 |
| Sum | 839575 |
| Variance | 80.29323016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8431 | 11.9% |
| 6 | 5509 | 7.7% |
| 5 | 4920 | 6.9% |
| 13 | 4818 | 6.8% |
| 14 | 4805 | 6.8% |
| 3 | 4642 | 6.5% |
| 11 | 4445 | 6.3% |
| 16 | 4393 | 6.2% |
| 10 | 4154 | 5.8% |
| 18 | 3782 | 5.3% |
| Other values (31) | 21212 |
| Value | Count | Frequency (%) |
| 0 | 8431 | |
| 2 | 2533 | 3.6% |
| 3 | 4642 | |
| 5 | 4920 | |
| 6 | 5509 | |
| 8 | 3668 | |
| 10 | 4154 | |
| 11 | 4445 | |
| 13 | 4818 | |
| 14 | 4805 |
| Value | Count | Frequency (%) |
| 70 | 1 | < 0.1% |
| 66 | 7 | < 0.1% |
| 62 | 3 | < 0.1% |
| 61 | 1 | < 0.1% |
| 58 | 6 | < 0.1% |
| 56 | 7 | < 0.1% |
| 54 | 9 | < 0.1% |
| 53 | 18 | |
| 51 | 21 | |
| 50 | 40 |
| Distinct | 426 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.98287044 |
| Minimum | -50 |
|---|---|
| Maximum | 37.2 |
| Zeros | 45 |
| Zeros (%) | 0.1% |
| Negative | 1521 |
| Negative (%) | 2.1% |
| Memory size | 555.7 KiB |
Quantile statistics
| Minimum | -50 |
|---|---|
| 5-th percentile | 2.2 |
| Q1 | 9 |
| median | 13.7 |
| Q3 | 19 |
| 95-th percentile | 27.1 |
| Maximum | 37.2 |
| Range | 87.2 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.01952736 |
|---|---|
| Coefficient of variation (CV) | 0.5735251137 |
| Kurtosis | 9.35411793 |
| Mean | 13.98287044 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.087448638 |
| Sum | 994335.9 |
| Variance | 64.31281908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.4 | 460 | 0.6% |
| 13.3 | 453 | 0.6% |
| 12.5 | 445 | 0.6% |
| 13.7 | 443 | 0.6% |
| 13.4 | 436 | 0.6% |
| 13.5 | 424 | 0.6% |
| 12.6 | 423 | 0.6% |
| 10.8 | 419 | 0.6% |
| 10.7 | 417 | 0.6% |
| 11.3 | 416 | 0.6% |
| Other values (416) | 66775 |
| Value | Count | Frequency (%) |
| -50 | 181 | |
| -6.9 | 3 | < 0.1% |
| -6.8 | 2 | < 0.1% |
| -6.7 | 4 | < 0.1% |
| -6.6 | 3 | < 0.1% |
| -6.5 | 3 | < 0.1% |
| -5.9 | 8 | < 0.1% |
| -5.8 | 3 | < 0.1% |
| -5.7 | 1 | < 0.1% |
| -5.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 37.2 | 2 | < 0.1% |
| 37.1 | 3 | < 0.1% |
| 37 | 7 | |
| 36.9 | 4 | |
| 36.8 | 8 | |
| 36.7 | 6 | |
| 36.6 | 3 | < 0.1% |
| 36.5 | 5 | |
| 36.4 | 7 | |
| 36.3 | 9 |
| Distinct | 71023 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 555.7 KiB |
| 2021-11-26T22:45:00+01:00 | 2 |
|---|---|
| 2022-07-09T23:45:00+02:00 | 2 |
| 2022-05-04T21:30:00+02:00 | 2 |
| 2021-10-31T13:00:00+01:00 | 2 |
| 2021-07-29T17:00:00+02:00 | 2 |
| Other values (71018) |
Length
| Max length | 25 |
|---|---|
| Median length | 25 |
| Mean length | 25 |
| Min length | 25 |
Characters and Unicode
| Total characters | 1777775 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 70935 ? |
|---|---|
| Unique (%) | 99.8% |
Sample
| 1st row | 2020-12-04T11:30:00+01:00 |
|---|---|
| 2nd row | 2020-12-07T09:30:00+01:00 |
| 3rd row | 2020-12-07T12:15:00+01:00 |
| 4th row | 2020-12-07T13:30:00+01:00 |
| 5th row | 2020-12-07T13:45:00+01:00 |
Common Values
| Value | Count | Frequency (%) |
| 2021-11-26T22:45:00+01:00 | 2 | < 0.1% |
| 2022-07-09T23:45:00+02:00 | 2 | < 0.1% |
| 2022-05-04T21:30:00+02:00 | 2 | < 0.1% |
| 2021-10-31T13:00:00+01:00 | 2 | < 0.1% |
| 2021-07-29T17:00:00+02:00 | 2 | < 0.1% |
| 2022-03-26T23:45:00+01:00 | 2 | < 0.1% |
| 2022-02-17T12:45:00+01:00 | 2 | < 0.1% |
| 2022-05-21T23:00:00+02:00 | 2 | < 0.1% |
| 2022-05-14T23:00:00+02:00 | 2 | < 0.1% |
| 2022-04-18T02:45:00+02:00 | 2 | < 0.1% |
| Other values (71013) | 71091 |
Length
| Value | Count | Frequency (%) |
| 2021-11-26t22:45:00+01:00 | 2 | < 0.1% |
| 2021-12-13t07:15:00+01:00 | 2 | < 0.1% |
| 2022-03-19t17:15:00+01:00 | 2 | < 0.1% |
| 2022-02-26t08:30:00+01:00 | 2 | < 0.1% |
| 2021-09-18t20:45:00+02:00 | 2 | < 0.1% |
| 2021-11-08t03:00:00+01:00 | 2 | < 0.1% |
| 2022-07-02t17:00:00+02:00 | 2 | < 0.1% |
| 2021-10-31t01:45:00+02:00 | 2 | < 0.1% |
| 2022-02-23t08:00:00+01:00 | 2 | < 0.1% |
| 2021-10-31t13:30:00+01:00 | 2 | < 0.1% |
| Other values (71013) | 71091 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 637631 | |
| 2 | 251266 | 14.1% |
| : | 213333 | 12.0% |
| 1 | 171149 | 9.6% |
| - | 142222 | 8.0% |
| T | 71111 | 4.0% |
| + | 71111 | 4.0% |
| 5 | 53500 | 3.0% |
| 3 | 42736 | 2.4% |
| 4 | 36020 | 2.0% |
| Other values (4) | 87696 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1279998 | |
| Other Punctuation | 213333 | 12.0% |
| Dash Punctuation | 142222 | 8.0% |
| Uppercase Letter | 71111 | 4.0% |
| Math Symbol | 71111 | 4.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 637631 | |
| 2 | 251266 | 19.6% |
| 1 | 171149 | 13.4% |
| 5 | 53500 | 4.2% |
| 3 | 42736 | 3.3% |
| 4 | 36020 | 2.8% |
| 9 | 31686 | 2.5% |
| 8 | 20164 | 1.6% |
| 7 | 20142 | 1.6% |
| 6 | 15704 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 213333 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 142222 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 71111 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 71111 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1706664 | |
| Latin | 71111 | 4.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 637631 | |
| 2 | 251266 | 14.7% |
| : | 213333 | 12.5% |
| 1 | 171149 | 10.0% |
| - | 142222 | 8.3% |
| + | 71111 | 4.2% |
| 5 | 53500 | 3.1% |
| 3 | 42736 | 2.5% |
| 4 | 36020 | 2.1% |
| 9 | 31686 | 1.9% |
| Other values (3) | 56010 | 3.3% |
Latin
| Value | Count | Frequency (%) |
| T | 71111 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1777775 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 637631 | |
| 2 | 251266 | 14.1% |
| : | 213333 | 12.0% |
| 1 | 171149 | 9.6% |
| - | 142222 | 8.0% |
| T | 71111 | 4.0% |
| + | 71111 | 4.0% |
| 5 | 53500 | 3.0% |
| 3 | 42736 | 2.4% |
| 4 | 36020 | 2.0% |
| Other values (4) | 87696 | 4.9% |
| Distinct | 71023 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 555.7 KiB |
| 2021-11-26T21:45:00+00:00 | 2 |
|---|---|
| 2022-07-09T21:45:00+00:00 | 2 |
| 2022-05-04T19:30:00+00:00 | 2 |
| 2021-10-31T12:00:00+00:00 | 2 |
| 2021-07-29T15:00:00+00:00 | 2 |
| Other values (71018) |
Length
| Max length | 25 |
|---|---|
| Median length | 25 |
| Mean length | 25 |
| Min length | 25 |
Characters and Unicode
| Total characters | 1777775 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 70935 ? |
|---|---|
| Unique (%) | 99.8% |
Sample
| 1st row | 2020-12-04T10:30:00+00:00 |
|---|---|
| 2nd row | 2020-12-07T08:30:00+00:00 |
| 3rd row | 2020-12-07T11:15:00+00:00 |
| 4th row | 2020-12-07T12:30:00+00:00 |
| 5th row | 2020-12-07T12:45:00+00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2021-11-26T21:45:00+00:00 | 2 | < 0.1% |
| 2022-07-09T21:45:00+00:00 | 2 | < 0.1% |
| 2022-05-04T19:30:00+00:00 | 2 | < 0.1% |
| 2021-10-31T12:00:00+00:00 | 2 | < 0.1% |
| 2021-07-29T15:00:00+00:00 | 2 | < 0.1% |
| 2022-03-26T22:45:00+00:00 | 2 | < 0.1% |
| 2022-02-17T11:45:00+00:00 | 2 | < 0.1% |
| 2022-05-21T21:00:00+00:00 | 2 | < 0.1% |
| 2022-05-14T21:00:00+00:00 | 2 | < 0.1% |
| 2022-04-18T00:45:00+00:00 | 2 | < 0.1% |
| Other values (71013) | 71091 |
Length
| Value | Count | Frequency (%) |
| 2021-11-26t21:45:00+00:00 | 2 | < 0.1% |
| 2021-12-13t06:15:00+00:00 | 2 | < 0.1% |
| 2022-03-19t16:15:00+00:00 | 2 | < 0.1% |
| 2022-02-26t07:30:00+00:00 | 2 | < 0.1% |
| 2021-09-18t18:45:00+00:00 | 2 | < 0.1% |
| 2021-11-08t02:00:00+00:00 | 2 | < 0.1% |
| 2022-07-02t15:00:00+00:00 | 2 | < 0.1% |
| 2021-10-30t23:45:00+00:00 | 2 | < 0.1% |
| 2022-02-23t07:00:00+00:00 | 2 | < 0.1% |
| 2021-10-31t12:30:00+00:00 | 2 | < 0.1% |
| Other values (71013) | 71091 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 708784 | |
| : | 213333 | 12.0% |
| 2 | 207339 | 11.7% |
| 1 | 143733 | 8.1% |
| - | 142222 | 8.0% |
| T | 71111 | 4.0% |
| + | 71111 | 4.0% |
| 5 | 53535 | 3.0% |
| 3 | 42405 | 2.4% |
| 4 | 35986 | 2.0% |
| Other values (4) | 88216 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1279998 | |
| Other Punctuation | 213333 | 12.0% |
| Dash Punctuation | 142222 | 8.0% |
| Uppercase Letter | 71111 | 4.0% |
| Math Symbol | 71111 | 4.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 708784 | |
| 2 | 207339 | 16.2% |
| 1 | 143733 | 11.2% |
| 5 | 53535 | 4.2% |
| 3 | 42405 | 3.3% |
| 4 | 35986 | 2.8% |
| 9 | 31705 | 2.5% |
| 7 | 20436 | 1.6% |
| 8 | 20232 | 1.6% |
| 6 | 15843 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 213333 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 142222 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 71111 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 71111 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1706664 | |
| Latin | 71111 | 4.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 708784 | |
| : | 213333 | 12.5% |
| 2 | 207339 | 12.1% |
| 1 | 143733 | 8.4% |
| - | 142222 | 8.3% |
| + | 71111 | 4.2% |
| 5 | 53535 | 3.1% |
| 3 | 42405 | 2.5% |
| 4 | 35986 | 2.1% |
| 9 | 31705 | 1.9% |
| Other values (3) | 56511 | 3.3% |
Latin
| Value | Count | Frequency (%) |
| T | 71111 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1777775 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 708784 | |
| : | 213333 | 12.0% |
| 2 | 207339 | 11.7% |
| 1 | 143733 | 8.1% |
| - | 142222 | 8.0% |
| T | 71111 | 4.0% |
| + | 71111 | 4.0% |
| 5 | 53535 | 3.0% |
| 3 | 42405 | 2.4% |
| 4 | 35986 | 2.0% |
| Other values (4) | 88216 | 5.0% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| data | id | humidite | direction_du_vecteur_de_vent_max | pluie_intensite_max | pression | direction_du_vecteur_vent_moyen | type_de_station | pluie | direction_du_vecteur_de_vent_max_en_degres | force_moyenne_du_vecteur_vent | force_rafale_max | temperature_en_degre_c | heure_de_paris | heure_utc | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2f84156dda580000e8744800 | 23 | 75 | 10 | 0.0 | 96700 | 0 | ISS | 0.0 | 225.0 | 7 | 18 | 5.6 | 2020-12-04T11:30:00+01:00 | 2020-12-04T10:30:00+00:00 |
| 1 | 2f87146d2680000049b21800 | 23 | 80 | 9 | 0.0 | 97700 | 0 | ISS | 0.0 | 202.5 | 2 | 6 | 2.9 | 2020-12-07T09:30:00+01:00 | 2020-12-07T08:30:00+00:00 |
| 2 | 2f8715cd96880000e9903840 | 23 | 81 | 8 | 0.2 | 97600 | 0 | ISS | 0.0 | 180.0 | 7 | 14 | 4.5 | 2020-12-07T12:15:00+01:00 | 2020-12-07T11:15:00+00:00 |
| 3 | 2f87166dca880000c9702c40 | 23 | 81 | 8 | 0.2 | 97500 | 0 | ISS | 0.0 | 180.0 | 6 | 11 | 5.2 | 2020-12-07T13:30:00+01:00 | 2020-12-07T12:30:00+00:00 |
| 4 | 2f87168dd2880000a96e3840 | 23 | 81 | 7 | 0.2 | 97500 | 0 | ISS | 0.0 | 157.5 | 5 | 14 | 5.4 | 2020-12-07T13:45:00+01:00 | 2020-12-07T12:45:00+00:00 |
| 5 | 2f8716cde2880000e9504840 | 23 | 81 | 8 | 0.2 | 97400 | 0 | ISS | 0.0 | 180.0 | 7 | 18 | 5.8 | 2020-12-07T14:15:00+01:00 | 2020-12-07T13:15:00+00:00 |
| 6 | 2f87174e4280000149545400 | 23 | 80 | 10 | 0.0 | 97400 | 0 | ISS | 0.0 | 225.0 | 10 | 21 | 7.0 | 2020-12-07T15:15:00+01:00 | 2020-12-07T14:15:00+00:00 |
| 7 | 2f87176e4678000189567800 | 23 | 79 | 11 | 0.0 | 97400 | 0 | ISS | 0.0 | 247.5 | 12 | 30 | 7.1 | 2020-12-07T15:30:00+01:00 | 2020-12-07T14:30:00+00:00 |
| 8 | 2f8718ce5e38000109544c00 | 23 | 71 | 10 | 0.0 | 97400 | 0 | ISS | 0.0 | 225.0 | 8 | 19 | 7.7 | 2020-12-07T18:15:00+01:00 | 2020-12-07T17:15:00+00:00 |
| 9 | 2f87198e2260000129745840 | 23 | 76 | 10 | 0.2 | 97500 | 0 | ISS | 0.0 | 225.0 | 9 | 22 | 6.8 | 2020-12-07T19:45:00+01:00 | 2020-12-07T18:45:00+00:00 |
Last rows
| data | id | humidite | direction_du_vecteur_de_vent_max | pluie_intensite_max | pression | direction_du_vecteur_vent_moyen | type_de_station | pluie | direction_du_vecteur_de_vent_max_en_degres | force_moyenne_du_vecteur_vent | force_rafale_max | temperature_en_degre_c | heure_de_paris | heure_utc | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 71101 | 2ee83b914db809800c9a0c00 | 23 | 55 | 13 | 0.0 | 100000 | 304 | ISS | 0.0 | 292.5 | 0 | 3 | 19.3 | 2022-07-09T00:45:00+02:00 | 2022-07-08T22:45:00+00:00 |
| 71102 | 2ee83350a21808f08cf64000 | 23 | 67 | 11 | 0.0 | 100300 | 286 | ISS | 0.0 | 247.5 | 4 | 16 | 16.8 | 2022-07-08T08:15:00+02:00 | 2022-07-08T06:15:00+00:00 |
| 71103 | 2ee833b0d60800010ce05800 | 23 | 65 | 0 | 0.0 | 100300 | 0 | ISS | 0.0 | 0.0 | 8 | 22 | 17.5 | 2022-07-08T09:00:00+02:00 | 2022-07-08T07:00:00+00:00 |
| 71104 | 2ee8343141f00000ece04c00 | 23 | 62 | 0 | 0.0 | 100300 | 0 | ISS | 0.0 | 0.0 | 7 | 19 | 19.0 | 2022-07-08T10:00:00+02:00 | 2022-07-08T08:00:00+00:00 |
| 71105 | 2ee8345159e80000ecc04c00 | 23 | 61 | 0 | 0.0 | 100200 | 0 | ISS | 0.0 | 0.0 | 7 | 19 | 19.6 | 2022-07-08T10:15:00+02:00 | 2022-07-08T08:15:00+00:00 |
| 71106 | 2ee8355249980860acd84c00 | 23 | 51 | 12 | 0.0 | 100200 | 268 | ISS | 0.0 | 270.0 | 5 | 19 | 23.2 | 2022-07-08T12:15:00+02:00 | 2022-07-08T10:15:00+00:00 |
| 71107 | 2ee83592558827d10cd85840 | 23 | 49 | 12 | 0.2 | 100200 | 250 | ISS | 0.4 | 270.0 | 8 | 22 | 23.5 | 2022-07-08T12:45:00+02:00 | 2022-07-08T10:45:00+00:00 |
| 71108 | 2eec39b3c0f800000bc00800 | 23 | 31 | 0 | 0.0 | 99400 | 0 | ISS | 0.0 | 0.0 | 0 | 2 | 29.0 | 2022-07-12T21:00:00+02:00 | 2022-07-12T19:00:00+00:00 |
| 71109 | 2eec39d3591850000bc00040 | 23 | 35 | 0 | 0.2 | 99400 | 0 | ISS | 1.0 | 0.0 | 0 | 0 | 27.6 | 2022-07-12T21:15:00+02:00 | 2022-07-12T19:15:00+00:00 |
| 71110 | 2eec3ad21d5000000be01400 | 23 | 42 | 0 | 0.0 | 99500 | 0 | ISS | 0.0 | 0.0 | 0 | 5 | 22.7 | 2022-07-12T23:15:00+02:00 | 2022-07-12T21:15:00+00:00 |